Literature DB >> 23598190

A flow-batch analyzer using a low cost aquarium pump for classification of citrus juice with respect to brand.

Sueny Kêlia Barbosa Freitas1, Elaine Cristina Lima do Nascimento, Amália Geiza Gama Dionízio, Adriano de Araújo Gomes, Mário César Ugulino de Araújo, Roberto Kawakami Harrop Galvão.   

Abstract

This paper proposes a novel flow-batch analyzer (FBA), which employs a compact, low-cost aquarium air pump as an alternative to a peristaltic pump. The feasibility of using this simple propulsion device is demonstrated in a case study involving the classification of citrus juice samples with respect to brand. For this purpose, UV-vis spectra and SIMCA (soft independent modelling of class analogies), PLS-DA (Partial Least Squares for Discriminant Analysis) and SPA-LDA (Linear Discriminant Analysis with variables selected by the Successive Projections Algorithm) are employed. Good classification results were obtained, thus indicating that the proposed FBA system is a viable alternative to the use of more costly peristaltic pumps. In addition, the smaller size and weight of the aquarium pump are useful features for the construction of portable FBAs to be deployed in field applications.
Copyright © 2012 Elsevier B.V. All rights reserved.

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Year:  2012        PMID: 23598190     DOI: 10.1016/j.talanta.2012.12.027

Source DB:  PubMed          Journal:  Talanta        ISSN: 0039-9140            Impact factor:   6.057


  1 in total

1.  Improving the Classification Accuracy for Near-Infrared Spectroscopy of Chinese Salvia miltiorrhiza Using Local Variable Selection.

Authors:  Lianqing Zhu; Haitao Chang; Qun Zhou; Zhongyu Wang
Journal:  J Anal Methods Chem       Date:  2018-01-29       Impact factor: 2.193

  1 in total

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